Semi-supervised NMF Models for Topic Modeling in Learning Tasks.
Jamie HaddockLara KassabSixian LiAlona KryshchenkoRachel GrotheerElena SizikovaChuntian WangThomas MerkhR. W. M. A. MadushaniMiju AhnDeanna NeedellKathryn LeonardPublished in: CoRR (2020)
Keyphrases
- learning tasks
- topic modeling
- semi supervised
- supervised learning
- probabilistic latent semantic analysis
- machine learning algorithms
- topic models
- learning algorithm
- labeled and unlabeled data
- transfer learning
- probabilistic model
- neural network
- prior knowledge
- semi supervised learning
- machine learning
- learning experience
- expectation maximization
- multi label
- metric learning
- labeled data
- image features
- pairwise
- training data
- artificial intelligence
- data mining
- real world